Discover why traditional text-to-SQL approaches fail for real business analytics and how semantic layers, multi-agent systems, and instruction-tuned retrieval transform raw data into actionable insights. Learn battle-tested patterns from Findly's journey building an AI analyst that handles complex workflows.